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11/25/2022
SpaText: Spatio-Textual Representation for Controllable Image Generation
Recent text-to-image diffusion models are able to generate convincing re...
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11/02/2022
Audio Language Modeling using Perceptually-Guided Discrete Representations
In this work, we study the task of Audio Language Modeling, in which we ...
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03/24/2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
Recent text-to-image generation methods provide a simple yet exciting co...
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01/31/2021
High Fidelity Speech Regeneration with Application to Speech Enhancement
Speech enhancement has seen great improvement in recent years mainly thr...
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08/06/2020
Unsupervised Cross-Domain Singing Voice Conversion
We present a wav-to-wav generative model for the task of singing voice c...
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11/19/2019
Live Face De-Identification in Video
We propose a method for face de-identification that enables fully automa...
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04/18/2019
TTS Skins: Speaker Conversion via ASR
We present a fully convolutional wav-to-wav network for converting betwe...
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04/17/2019
Vid2Game: Controllable Characters Extracted from Real-World Videos
We are given a video of a person performing a certain activity, from whi...
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07/29/2018
Visual Analogies between Atari Games for Studying Transfer Learning in RL
In this work, we ask the following question: Can visual analogies, learn...
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05/21/2018
A Universal Music Translation Network
We present a method for translating music across musical instruments, ge...
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02/20/2018
Fitting New Speakers Based on a Short Untranscribed Sample
Learning-based Text To Speech systems have the potential to generalize f...
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07/20/2017
VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop
We present a new neural text to speech (TTS) method that is able to tran...
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11/07/2016
Unsupervised Cross-Domain Image Generation
We study the problem of transferring a sample in one domain to an analog...
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01/23/2015
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
We explore the task of recognizing peoples' identities in photo albums i...
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06/20/2014
Web-Scale Training for Face Identification
Scaling machine learning methods to very large datasets has attracted co...
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12/20/2013
Multi-GPU Training of ConvNets
In this work we evaluate different approaches to parallelize computation...
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08/04/2011